Concepedia

A new fully convolutional neural network for semantic segmentation of polarimetric SAR imagery in complex land cover ecosystem

Fariba Mohammadimanesh, Bahram Salehi, Masoud Mahdianpari, Eric W. Gill, Matthieu Molinier

ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 223 citations · 49 references

Concepts

Natural SciencesEarth SciencesComputer VisionGeospatial Artificial IntelligenceRemote SensingLand Cover ClassificationLand Cover MappingPolar Remote SensingRemote Sensing Image AnalysisRemote Sensing ImagerySatellite Image InterpretationConvolutional Neural Network SegmentationConvolutional Neural NetworksFully Convolutional NetworksLand Cover AnalysisLand Cover AssessmentRemote Sensing ClassificationRemote Sensing SegmentationSynthetic Aperture Radar Image Analysis

References

49

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

Computing, Computer Science, Computer Vision +13

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 11.4K citations

Computing, Computer Science, Computer Vision +16